DEVELOPMENT... OpenML
Run
113340

Run 113340

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I10
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9036
Per class
Build CPU time
0.019
Build memory
723902250.4
F measure
0.9199
Per class
Kappa
0.6165
KB relative information score
239.9063
Mean absolute error
0.0766
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9185
Per class
Predictive accuracy
0.9222
Prior entropy
0.5405
Recall
0.9222
Per class
Relative absolute error
0.3549
Root mean prior squared error
0.3275
Root mean squared error
0.2688
Root relative squared error
0.8206
SciMark benchmark
930.5854